Machine Learning and Knowledge Discovery in Databases: Research Track: European Conference, ECML PKDD 2023, Turin, Italy, September 18â "22, 2023, . (Lecture Notes in Artificial Intelligence)

ISBN 10: 303143417X / ISBN 13: 9783031434174

Verlag: Springer, 2023

Beschreibung

minor wear and creasing.

Bestandsnummer des Verkäufers mon0003677384

Bibliografische Details

• Titel: Machine Learning and Knowledge Discovery in Databases: Research Track: European Conference, ECML PKDD 2023, Turin, Italy, September 18â "22, 2023, . (Lecture Notes in Artificial Intelligence)
• Verlag: Springer
• Erscheinungsjahr: 2023
• Sprache: Englisch
• ISBN-10: 303143417X
• ISBN-13: 9783031434174
• Einband: paperback
• Zustand: Good

Über diesen Titel

Inhaltsangabe

The multi-volume set LNAI 14169 until  14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023.

The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. 

The volumes are organized in topical sections as follows:

Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality;   Clustering.

Part II: ​Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models; Graph Contrastive Learning.

Part III: ​Graph Neural Networks; Graphs; Interpretability; Knowledge Graphs; Large-scale Learning.

Part IV: ​Natural Language Processing; Neuro/Symbolic Learning; Optimization; Recommender Systems; Reinforcement Learning; Representation Learning.

Part V: ​Robustness; Time Series; Transfer and Multitask Learning.

Part VI: ​Applied Machine Learning; Computational Social Sciences; Finance; Hardware and Systems; Healthcare & Bioinformatics; Human-Computer Interaction; Recommendation and Information Retrieval.

​Part VII: Sustainability, Climate, and Environment.- Transportation & Urban Planning.- Demo.

Chapter 41 is available open access under a Creative Commons Attribution 4.0 International License via Springerlink.

Von der hinteren Coverseite

Chapter 41 is available open access under a Creative Commons Attribution 4.0 International License via Springerlink.